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Guðmundur Jón Halldórsson - Apache Accumulo for Developers

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Guðmundur Jón Halldórsson Apache Accumulo for Developers

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Accumulo is a sorted and distributed key/value store designed to handle large amounts of data. Being highly robust and scalable, its performance makes it ideal for real-time data storage. Apache Accumulo is based on Googles BigTable design and is built on top of Apache Hadoop, Zookeeper, and Thrift. Apache Accumulo for Developers is your guide to building an Accumulo cluster both as a single-node and multi-node, on-site and in the cloud. Accumulo has been proven to be able to handle petabytes of data, with cell-level security, and real-time analyses so this is your step by step guide in taking full advantage of this power. Apache Accumulo for Developers looks at the process of setting up three systems - Hadoop, ZooKeeper, and Accumulo and configuring, monitoring, and securing them. You will learn to connect Accumulo to both Hadoop and ZooKeeper. You will also learn how to monitor the cluster (single-node or multi-node) to find any performance bottlenecks, and then integrate to Amazon EC2, Google Cloud Platform, Rackspace, and Windows Azure. When integrating with these cloud platforms, we will focus on scripting as well. You will also learn to troubleshoot clusters with monitoring tools, and use Accumulo cell-level security to secure your data.

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Apache Accumulo for Developers

Apache Accumulo for Developers

Copyright 2013 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing, and its dealers and distributors will be held liable for any damages caused or alleged to be caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

First published: October 2013

Production Reference: 1101013

Published by Packt Publishing Ltd.

Livery Place

35 Livery Street

Birmingham B3 2PB, UK.

ISBN 978-1-78328-599-0

www.packtpub.com

Cover Image by Gant Man (<>)

Credits

Author

Gumundur Jn Halldrsson

Reviewers

Einar Th. Einarsson

Andrea Mostosi

Plmi Skowronski

Acquisition Editor

Joanne Fitzpatrick

Commissioning Editor

Sharvari Tawde

Technical Editors

Aparna Kumari

Krutika Parab

Pramod Kumavat

Hardik B. Soni

Project Coordinator

Akash Poojary

Copy Editors

Brandt D'Mello

Gladson Monterio

Alfida Paiva

Proofreader

Simran Bhogal

Indexer

Rekha Nair

Graphics

Abhinash Sahu

Ronak Dhruv

Production Coordinator

Manu Joseph

Cover Work

Manu Joseph

About the Author

Gumundur Jn Halldrsson is a Software Engineer who enjoys the challenges of complex problems and pays close attention to detail. He is an annual speaker at the Icelandic Computer Society (SKY, http://www.utmessan.is/).

Gumundur is a Software Engineer with extensive experience and management skills, and works for Five Degrees (www.fivedegrees.nl), a banking software company. The company develops and sells high-quality banking software. As a Senior Software Engineer, he is responsible for the development of a backend banking system produced by the company. Gumundur has a B.Sc. in Computer Sciences from the Reykjavik University.

Gumundur has a long period of work experience as a Software Engineer since 1996. He has worked for a large bank in Iceland, an insurance company, and a large gaming company where he was in the core EVE Online team.

Gumundur is passionate about whatever he does. He loves to play online chess and Sudoku. And when he has time, he likes to read science fiction and history books.

He maintains a Facebook page to network with his friends and readers, and blogs about the wonders of programming and cloud computing at http://www.gudmundurjon.net/.

I would like to thank my two girls, Kolbrn and Brynds, for their patience while I was writing this book, and researching in the area of cluster computing.

About the Reviewers

Einar Th. Einarsson has been hacking computers since childhood, and has worked both as a Programmer and a System Administrator for more than 15 years in diverse fields such as online gaming, anti-malware, biotech, and telecommunications, at companies such as CCP Games, FRISK Software, and deCODE Genetics. He is currently the CTO of a startup company focused on providing tools for the online poker world.

Andrea Mostosi is a passionate Software Developer. In 2003, while he was at high school, he started with a single-node LAMP stack and grew up by adding more languages, components, and nodes. He graduated in Milan and worked on several web-related projects. He is currently working with data, trying to discover information hidden behind huge datasets.

I would like to thank my girlfriend Khadija, who lovingly supports me in everything I do, and the people I collaborated with, for fun or for work, for everything they taught me. I would also like to thank Packt Publishing and its staff for this opportunity to contribute to this production.

Plmi Skowronski holds a bachelor's and a master's degree in Computer Science from Reykjavk University, with a focus on machine-learning and heuristic searches.

Most recently, he has been working in the financial sector developing distributed enterprise solutions with Five Degrees as a Senior Developer, and is currently working on smart analysis of financial transactions with Meniga as a Software Specialist.

I would like to thank the author Mr. Halldrsson, a friend and colleague, for the many laughs and stimulating conversations we had during the writing of this book. May there be many more in the near future.

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Preface

Apache Accumulo is a sorted, distributed Key-Value store. Since Accumulo depends on other systems, setting it up for the first time is slightly difficult, hence the aim of Apache Accumulo for Developers is to make this process easy for you by following a step-by-step approach. Monitoring, performance tuning, and optimizing an Accumulo cluster is difficult unless you have the right tools. This book shall take a deep dive into these tools and also address the security issues that come along with the Accumulo cluster.

What this book covers

, Building an Accumulo Cluster from Scratch , explores how to set up a single-node, pseudo-distributed mode and then expand it to a multi-node.

, Monitoring and Managing Accumulo , focuses on four major things to keep the cluster in a healthy state and to keep in check all the problems that occur while dealing with a cluster.

, Integrating Accumulo into Various Cloud Platforms

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